发明名称 USER ATTRIBUTE ESTIMATION PROGRAM, DEVICE, AND METHOD FOR ESTIMATING USER ATTRIBUTE USING LIFE RELATED QUANTITY DECISION TREE
摘要 PROBLEM TO BE SOLVED: To provide a user attribute estimation program capable of estimating user attributes on the basis of a life related quantity without depending on an input by a user and a questionnaire survey.SOLUTION: The user attribute estimation program causes a computer to be functioned as: subset generation means that generates subsets from teacher data set containing a set of unit-period data (life related data in a unit period) and a user attribute value; decision tree generation means that generates a decision tree formed by associating a leaf node as a result of learning by a branch decision expression, with the user attribute value for each generated subset; unit attribute estimation means that inputs the unit-period data constituting estimation object data in a prescribed estimation period in a plurality of generated decision trees, and determining a unit user attribute value on the basis of the user attribute value associated with the leaf node of the decision tree as a destination; and user attribute estimation means for determining a user attribute estimation value in the estimation period on the basis of the unit user attribute estimation values.
申请公布号 JP2014167715(A) 申请公布日期 2014.09.11
申请号 JP20130039354 申请日期 2013.02.28
申请人 KDDI CORP 发明人 TAYA MASATO
分类号 G06Q50/10 主分类号 G06Q50/10
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